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Documenting the English Colossal Clean Crawled Corpus

Apr 18, 2021
Jesse Dodge, Maarten Sap, Ana Marasovic, William Agnew, Gabriel Ilharco, Dirk Groeneveld, Matt Gardner

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Competency Problems: On Finding and Removing Artifacts in Language Data

Apr 17, 2021
Matt Gardner, William Merrill, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah Smith

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The Right Tool for the Job: Matching Model and Instance Complexities

May 09, 2020
Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, Jesse Dodge, Noah A. Smith

* ACL 2020; 12 pages; code available in 

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Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Feb 15, 2020
Jesse Dodge, Gabriel Ilharco, Roy Schwartz, Ali Farhadi, Hannaneh Hajishirzi, Noah Smith

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RNN Architecture Learning with Sparse Regularization

Sep 06, 2019
Jesse Dodge, Roy Schwartz, Hao Peng, Noah A. Smith

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Show Your Work: Improved Reporting of Experimental Results

Sep 06, 2019
Jesse Dodge, Suchin Gururangan, Dallas Card, Roy Schwartz, Noah A. Smith

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Green AI

Aug 13, 2019
Roy Schwartz, Jesse Dodge, Noah A. Smith, Oren Etzioni

* 12 pages 

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Open Loop Hyperparameter Optimization and Determinantal Point Processes

Feb 14, 2018
Jesse Dodge, Kevin Jamieson, Noah A. Smith

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Key-Value Memory Networks for Directly Reading Documents

Oct 10, 2016
Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston

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Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems

Apr 19, 2016
Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston

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Retrofitting Word Vectors to Semantic Lexicons

Mar 22, 2015
Manaal Faruqui, Jesse Dodge, Sujay K. Jauhar, Chris Dyer, Eduard Hovy, Noah A. Smith

* Proceedings of NAACL 2015 

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